How it works

A governed path from population signal to accountable action.

MbeleMed connects the steps that are often fragmented across risk selection, outreach, monitoring, physician interpretation, follow-up, and program evidence.

The six operating stages

Each stage has a clear purpose, owner, and evidence requirement.

1

Prioritize

Apply approved risk criteria and available population information to define who may benefit from monitoring.

2

Reach

Coordinate outreach and deployment through home, clinic, community, or mobile settings defined with the partner.

3

Monitor

Support device-agnostic monitoring workflows without presenting MbeleMed as the diagnostic device manufacturer.

4

Physician review

Route potential findings through qualified interpretation before any clinical action proceeds.

5

Act

Support documented outreach, escalation, and follow-up under partner-defined clinical governance.

6

Measure

Capture workflow completion, confirmed findings, follow-up, and agreed program outcomes for review.

Roles and boundaries

Coordination is not the same as clinical authority.

A credible deployment separates operational coordination, device and interpretation services, clinical decisions, and joint program measurement.

FunctionPrimary roleBoundary
Population criteria and cohort definitionPartner, supported by MbeleMed workflow designCriteria must be approved for the applicable program and population.
Outreach and deployment coordinationMbeleMed and partner operationsOperational contact does not constitute diagnosis or treatment.
Monitoring device and diagnostic serviceApplicable monitoring partnerMbeleMed does not manufacture the diagnostic device.
Professional interpretationQualified physicianClinical interpretation remains attributable to the qualified reviewer.
Escalation and treatment decisionsPartner care team and applicable cliniciansMbeleMed does not prescribe or autonomously direct treatment.
Program evidence and reviewJoint partner and MbeleMed reviewModeled economics and pilot results remain separately labeled.
Deployment settings

The same operating layer can support different access pathways.

  • HomeMonitoring coordinated around the person rather than a specialist visit.
  • ClinicScreening integrated into an existing clinical or population-health pathway.
  • CommunityDeployment through trusted access points closer to underserved populations.
  • MobileOperational workflows that move across geographies or partner sites.
Pilot design

A first pilot should answer a defined set of questions.

  1. 1

    Who is eligible?

    Define the population, geography, clinical criteria, exclusions, and source of the initial population signal.

  2. 2

    How will people be reached?

    Specify outreach, consent, deployment setting, monitoring logistics, and responsibility for unresolved contact attempts.

  3. 3

    Who holds clinical authority?

    Name the qualified interpreting physician, escalation pathway, follow-up owner, and emergency boundary.

  4. 4

    What will count as evidence?

    Agree on operational completion, confirmed findings, follow-up measures, limitations, and economic assumptions before launch.

Start with the pathway, not the device.

A credible first pilot begins by defining the population, governance, and evidence the program must produce.

Design a Pilot